To date, general-purpose object-detection methods have achieved a great deal. However,
challenges such as degraded image quality, complex backgrounds, and the detection of …

Target detection research has always been difficult when it comes to small target detection
in underwater situations. To address the issues of a high miss detection rate and poor …

In foggy weather scenarios, the scattering and absorption of light by water droplets and
particulate matter cause object features in images to become blurred or lost, presenting a …

Underwater target detection is widely used in various applications such as underwater
search and rescue, underwater environment monitoring, and marine resource surveying …

The distribution of transmission lines is complex, influenced by terrain and topography,
making their maintenance and management challenging. With the advancement of global …

Increasing consideration of welfare in aquaculture has prompted interest in non‐invasive
methods of monitoring that avoid unnecessary stress and handling. Machine vision (MV) …

In response to the challenges of target misidentification, missed detection, and other issues
arising from severe light attenuation, low visibility, and complex environments in current …

Aiming at the problems of the underwater existence of some targets with relatively small
size, low contrast, and a lot of surrounding interference information, which lead to a high …

The underwater light scattering, absorption, and camera or target moving often bring issues
such as blurring, distortion, and color deviation in underwater imaging, which poses …

Underwater video object detection is a challenging task due to the poor quality of
underwater videos, including blurriness and low contrast. In recent years, Yolo series …